package cli import ( "encoding/json" "fmt" cliContext "github.com/go-skynet/LocalAI/core/cli/context" "github.com/go-skynet/LocalAI/pkg/gallery" "github.com/go-skynet/LocalAI/pkg/startup" "github.com/rs/zerolog/log" "github.com/schollz/progressbar/v3" ) type ModelsCMDFlags struct { Galleries string `env:"LOCALAI_GALLERIES,GALLERIES" help:"JSON list of galleries" group:"models" default:"${galleries}"` ModelsPath string `env:"LOCALAI_MODELS_PATH,MODELS_PATH" type:"path" default:"${basepath}/models" help:"Path containing models used for inferencing" group:"storage"` } type ModelsList struct { ModelsCMDFlags `embed:""` } type ModelsInstall struct { ModelArgs []string `arg:"" optional:"" name:"models" help:"Model configuration URLs to load"` ModelsCMDFlags `embed:""` } type ModelsCMD struct { List ModelsList `cmd:"" help:"List the models available in your galleries" default:"withargs"` Install ModelsInstall `cmd:"" help:"Install a model from the gallery"` } func (ml *ModelsList) Run(ctx *cliContext.Context) error { var galleries []gallery.Gallery if err := json.Unmarshal([]byte(ml.Galleries), &galleries); err != nil { log.Error().Err(err).Msg("unable to load galleries") } models, err := gallery.AvailableGalleryModels(galleries, ml.ModelsPath) if err != nil { return err } for _, model := range models { if model.Installed { fmt.Printf(" * %s@%s (installed)\n", model.Gallery.Name, model.Name) } else { fmt.Printf(" - %s@%s\n", model.Gallery.Name, model.Name) } } return nil } func (mi *ModelsInstall) Run(ctx *cliContext.Context) error { var galleries []gallery.Gallery if err := json.Unmarshal([]byte(mi.Galleries), &galleries); err != nil { log.Error().Err(err).Msg("unable to load galleries") } for _, modelName := range mi.ModelArgs { progressBar := progressbar.NewOptions( 1000, progressbar.OptionSetDescription(fmt.Sprintf("downloading model %s", modelName)), progressbar.OptionShowBytes(false), progressbar.OptionClearOnFinish(), ) progressCallback := func(fileName string, current string, total string, percentage float64) { v := int(percentage * 10) err := progressBar.Set(v) if err != nil { log.Error().Err(err).Str("filename", fileName).Int("value", v).Msg("error while updating progress bar") } } //startup.InstallModels() models, err := gallery.AvailableGalleryModels(galleries, mi.ModelsPath) if err != nil { return err } model := gallery.FindModel(models, modelName, mi.ModelsPath) if model == nil { log.Error().Str("model", modelName).Msg("model not found") return err } log.Info().Str("model", modelName).Str("license", model.License).Msg("installing model") err = startup.InstallModels(galleries, "", mi.ModelsPath, progressCallback, modelName) if err != nil { return err } } return nil }